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Marios Mattheakis — most-cited papers & profile · AI for Science
← authors
·
overview
Marios Mattheakis
4
papers ·
40
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Physics-Informed Neural Networks for Quantum Eigenvalue Problems
2022 · 28 citations
One-Shot Transfer Learning of Physics-Informed Neural Networks
2021 · 6 citations
Transfer Learning with Physics-Informed Neural Networks for Efficient Simulation of Branched Flows
2022 · 5 citations
First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces
2022 · 1 citations
Top co-authors
Pavlos Protopapas
· 3
Blake Bullwinkel
· 1
Daniel T. Larson
· 1
Efthimios Kaxiras
· 1
Gabriel R. Schleder
· 1
Hayden Joy
· 1
Henry Jin
· 1
Rapha\"el Pellegrin
· 1
Shaan Desai
· 1
Stephen Roberts
· 1
Topics
Physics ML
Math & Equations
Chemistry